Dataset statistics
| Number of variables | 34 |
|---|---|
| Number of observations | 162928 |
| Missing cells | 330958 |
| Missing cells (%) | 6.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 174.3 MiB |
| Average record size in memory | 1.1 KiB |
Variable types
| CAT | 18 |
|---|---|
| NUM | 16 |
date has a high cardinality: 476 distinct values | High cardinality |
year has a high cardinality: 84 distinct values | High cardinality |
wdsp has a high cardinality: 319 distinct values | High cardinality |
mxpsd has a high cardinality: 114 distinct values | High cardinality |
count_slp is highly correlated with slp | High correlation |
slp is highly correlated with count_slp | High correlation |
count_stp is highly correlated with stp | High correlation |
stp is highly correlated with count_stp | High correlation |
count_visib is highly correlated with count_dewp | High correlation |
count_dewp is highly correlated with count_visib | High correlation |
flag_max is highly correlated with year and 1 other fields | High correlation |
year is highly correlated with flag_max and 1 other fields | High correlation |
flag_min is highly correlated with year and 1 other fields | High correlation |
date has 158200 (97.1%) missing values | Missing |
flag_max has 71753 (44.0%) missing values | Missing |
flag_min has 82202 (50.5%) missing values | Missing |
flag_prcp has 18803 (11.5%) missing values | Missing |
max is highly skewed (γ1 = 41.79360596) | Skewed |
min is highly skewed (γ1 = 30.95999655) | Skewed |
date is uniformly distributed | Uniform |
count_dewp has 8128 (5.0%) zeros | Zeros |
count_slp has 36605 (22.5%) zeros | Zeros |
count_stp has 53637 (32.9%) zeros | Zeros |
count_visib has 5791 (3.6%) zeros | Zeros |
prcp has 96446 (59.2%) zeros | Zeros |
Reproduction
| Analysis started | 2021-05-10 07:14:49.115944 |
|---|---|
| Analysis finished | 2021-05-10 07:15:52.312185 |
| Duration | 1 minute and 3.2 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
df_index
Real number (ℝ≥0)
| Distinct | 44134 |
|---|---|
| Distinct (%) | 27.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20783.73501 |
|---|---|
| Minimum | 0 |
| Maximum | 44133 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2036 |
| Q1 | 10182.75 |
| median | 20365.5 |
| Q3 | 30548.25 |
| 95-th percentile | 41386 |
| Maximum | 44133 |
| Range | 44133 |
| Interquartile range (IQR) | 20365.5 |
Descriptive statistics
| Standard deviation | 12379.02819 |
|---|---|
| Coefficient of variation (CV) | 0.5956113368 |
| Kurtosis | -1.103105746 |
| Mean | 20783.73501 |
| Median Absolute Deviation (MAD) | 10183 |
| Skewness | 0.1211871724 |
| Sum | 3386252377 |
| Variance | 153240338.9 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 4 | < 0.1% | |
| 9417 | 4 | < 0.1% | |
| 29891 | 4 | < 0.1% | |
| 19652 | 4 | < 0.1% | |
| 17605 | 4 | < 0.1% | |
| 23750 | 4 | < 0.1% | |
| 21703 | 4 | < 0.1% | |
| 11464 | 4 | < 0.1% | |
| 15562 | 4 | < 0.1% | |
| 27840 | 4 | < 0.1% | |
| 13515 | 4 | < 0.1% | |
| 3276 | 4 | < 0.1% | |
| 1229 | 4 | < 0.1% | |
| 7374 | 4 | < 0.1% | |
| 5327 | 4 | < 0.1% | |
| 27968 | 4 | < 0.1% | |
| 25793 | 4 | < 0.1% | |
| 5199 | 4 | < 0.1% | |
| 973 | 4 | < 0.1% | |
| 23622 | 4 | < 0.1% | |
| 5071 | 4 | < 0.1% | |
| 27712 | 4 | < 0.1% | |
| 25665 | 4 | < 0.1% | |
| 29763 | 4 | < 0.1% | |
| 19524 | 4 | < 0.1% | |
| Other values (44109) | 162828 | 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 4 | < 0.1% | |
| 1 | 4 | < 0.1% | |
| 2 | 4 | < 0.1% | |
| 3 | 4 | < 0.1% | |
| 4 | 4 | < 0.1% | |
| 5 | 4 | < 0.1% | |
| 6 | 4 | < 0.1% | |
| 7 | 4 | < 0.1% | |
| 8 | 4 | < 0.1% | |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 44133 | 1 | < 0.1% | |
| 44132 | 1 | < 0.1% | |
| 44131 | 1 | < 0.1% | |
| 44130 | 1 | < 0.1% | |
| 44129 | 1 | < 0.1% | |
| 44128 | 1 | < 0.1% | |
| 44127 | 1 | < 0.1% | |
| 44126 | 1 | < 0.1% | |
| 44125 | 1 | < 0.1% | |
| 44124 | 1 | < 0.1% |
stn
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 999999 | |
|---|---|
| 726980 | |
| 726985 | |
| 726940 | |
| 726930 | |
| Other values (5) |
| Value | Count | Frequency (%) | |
| 999999 | 28694 | 17.6% | |
| 726980 | 26449 | 16.2% | |
| 726985 | 19469 | 11.9% | |
| 726940 | 17640 | 10.8% | |
| 726930 | 17638 | 10.8% | |
| 726986 | 14432 | 8.9% | |
| 726959 | 11358 | 7.0% | |
| 726945 | 11311 | 6.9% | |
| 726881 | 8779 | 5.4% | |
| 726836 | 7158 | 4.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 9 | 301819 | 30.9% | |
| 6 | 155824 | 15.9% | |
| 7 | 134234 | 13.7% | |
| 2 | 134234 | 13.7% | |
| 8 | 85066 | 8.7% | |
| 0 | 61727 | 6.3% | |
| 5 | 42138 | 4.3% | |
| 4 | 28951 | 3.0% | |
| 3 | 24796 | 2.5% | |
| 1 | 8779 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 977568 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 9 | 301819 | 30.9% | |
| 6 | 155824 | 15.9% | |
| 7 | 134234 | 13.7% | |
| 2 | 134234 | 13.7% | |
| 8 | 85066 | 8.7% | |
| 0 | 61727 | 6.3% | |
| 5 | 42138 | 4.3% | |
| 4 | 28951 | 3.0% | |
| 3 | 24796 | 2.5% | |
| 1 | 8779 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 977568 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 9 | 301819 | 30.9% | |
| 6 | 155824 | 15.9% | |
| 7 | 134234 | 13.7% | |
| 2 | 134234 | 13.7% | |
| 8 | 85066 | 8.7% | |
| 0 | 61727 | 6.3% | |
| 5 | 42138 | 4.3% | |
| 4 | 28951 | 3.0% | |
| 3 | 24796 | 2.5% | |
| 1 | 8779 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 977568 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 9 | 301819 | 30.9% | |
| 6 | 155824 | 15.9% | |
| 7 | 134234 | 13.7% | |
| 2 | 134234 | 13.7% | |
| 8 | 85066 | 8.7% | |
| 0 | 61727 | 6.3% | |
| 5 | 42138 | 4.3% | |
| 4 | 28951 | 3.0% | |
| 3 | 24796 | 2.5% | |
| 1 | 8779 | 0.9% |
wban
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 99999 | |
|---|---|
| 24229 | |
| 24232 | |
| 24221 | |
| 24242 | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| 99999 | 39224 | 24.1% | |
| 24229 | 29371 | 18.0% | |
| 24232 | 26772 | 16.4% | |
| 24221 | 26770 | 16.4% | |
| 24242 | 5953 | 3.7% | |
| 94261 | 5949 | 3.7% | |
| 94281 | 5948 | 3.7% | |
| 94273 | 5944 | 3.6% | |
| 04201 | 5939 | 3.6% | |
| 24202 | 5730 | 3.5% | |
| 04236 | 5242 | 3.2% | |
| 24248 | 86 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 312982 | 38.4% | |
| 9 | 243332 | 29.9% | |
| 4 | 129743 | 15.9% | |
| 1 | 44606 | 5.5% | |
| 3 | 37958 | 4.7% | |
| 0 | 22850 | 2.8% | |
| 6 | 11191 | 1.4% | |
| 8 | 6034 | 0.7% | |
| 7 | 5944 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 814640 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 312982 | 38.4% | |
| 9 | 243332 | 29.9% | |
| 4 | 129743 | 15.9% | |
| 1 | 44606 | 5.5% | |
| 3 | 37958 | 4.7% | |
| 0 | 22850 | 2.8% | |
| 6 | 11191 | 1.4% | |
| 8 | 6034 | 0.7% | |
| 7 | 5944 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 814640 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 312982 | 38.4% | |
| 9 | 243332 | 29.9% | |
| 4 | 129743 | 15.9% | |
| 1 | 44606 | 5.5% | |
| 3 | 37958 | 4.7% | |
| 0 | 22850 | 2.8% | |
| 6 | 11191 | 1.4% | |
| 8 | 6034 | 0.7% | |
| 7 | 5944 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 814640 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 312982 | 38.4% | |
| 9 | 243332 | 29.9% | |
| 4 | 129743 | 15.9% | |
| 1 | 44606 | 5.5% | |
| 3 | 37958 | 4.7% | |
| 0 | 22850 | 2.8% | |
| 6 | 11191 | 1.4% | |
| 8 | 6034 | 0.7% | |
| 7 | 5944 | 0.7% |
| Distinct | 476 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 158200 |
| Missing (%) | 97.1% |
| Memory size | 1.2 MiB |
| 2020-10-05 | 10 |
|---|---|
| 2021-01-04 | 10 |
| 2020-09-27 | 10 |
| 2020-04-26 | 10 |
| 2020-11-14 | 10 |
| Other values (471) |
| Value | Count | Frequency (%) | |
| 2020-10-05 | 10 | < 0.1% | |
| 2021-01-04 | 10 | < 0.1% | |
| 2020-09-27 | 10 | < 0.1% | |
| 2020-04-26 | 10 | < 0.1% | |
| 2020-11-14 | 10 | < 0.1% | |
| 2021-04-15 | 10 | < 0.1% | |
| 2021-04-07 | 10 | < 0.1% | |
| 2020-05-21 | 10 | < 0.1% | |
| 2020-08-14 | 10 | < 0.1% | |
| 2020-06-29 | 10 | < 0.1% | |
| 2020-02-23 | 10 | < 0.1% | |
| 2020-02-14 | 10 | < 0.1% | |
| 2020-04-22 | 10 | < 0.1% | |
| 2021-01-15 | 10 | < 0.1% | |
| 2020-02-04 | 10 | < 0.1% | |
| 2020-06-14 | 10 | < 0.1% | |
| 2021-04-08 | 10 | < 0.1% | |
| 2020-06-01 | 10 | < 0.1% | |
| 2020-08-09 | 10 | < 0.1% | |
| 2020-01-06 | 10 | < 0.1% | |
| 2020-09-17 | 10 | < 0.1% | |
| 2020-11-09 | 10 | < 0.1% | |
| 2021-01-24 | 10 | < 0.1% | |
| 2020-06-23 | 10 | < 0.1% | |
| 2020-08-13 | 10 | < 0.1% | |
| Other values (451) | 4478 | 2.7% | |
| (Missing) | 158200 | 97.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 10 |
|---|---|
| Median length | 3 |
| Mean length | 3.203132672 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 316400 | 60.6% | |
| a | 158200 | 30.3% | |
| 0 | 14388 | 2.8% | |
| 2 | 12287 | 2.4% | |
| - | 9456 | 1.8% | |
| 1 | 5051 | 1.0% | |
| 3 | 1285 | 0.2% | |
| 4 | 962 | 0.2% | |
| 7 | 776 | 0.1% | |
| 8 | 776 | 0.1% | |
| 5 | 775 | 0.1% | |
| 6 | 766 | 0.1% | |
| 9 | 758 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 474600 | 90.9% | |
| Decimal Number | 37824 | 7.2% | |
| Dash Punctuation | 9456 | 1.8% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 316400 | 66.7% | |
| a | 158200 | 33.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 14388 | 38.0% | |
| 2 | 12287 | 32.5% | |
| 1 | 5051 | 13.4% | |
| 3 | 1285 | 3.4% | |
| 4 | 962 | 2.5% | |
| 7 | 776 | 2.1% | |
| 8 | 776 | 2.1% | |
| 5 | 775 | 2.0% | |
| 6 | 766 | 2.0% | |
| 9 | 758 | 2.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 9456 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 474600 | 90.9% | |
| Common | 47280 | 9.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 316400 | 66.7% | |
| a | 158200 | 33.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 14388 | 30.4% | |
| 2 | 12287 | 26.0% | |
| - | 9456 | 20.0% | |
| 1 | 5051 | 10.7% | |
| 3 | 1285 | 2.7% | |
| 4 | 962 | 2.0% | |
| 7 | 776 | 1.6% | |
| 8 | 776 | 1.6% | |
| 5 | 775 | 1.6% | |
| 6 | 766 | 1.6% | |
| 9 | 758 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 521880 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 316400 | 60.6% | |
| a | 158200 | 30.3% | |
| 0 | 14388 | 2.8% | |
| 2 | 12287 | 2.4% | |
| - | 9456 | 1.8% | |
| 1 | 5051 | 1.0% | |
| 3 | 1285 | 0.2% | |
| 4 | 962 | 0.2% | |
| 7 | 776 | 0.1% | |
| 8 | 776 | 0.1% | |
| 5 | 775 | 0.1% | |
| 6 | 766 | 0.1% | |
| 9 | 758 | 0.1% |
| Distinct | 84 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 2005 | 5442 |
|---|---|
| 2020 | 3655 |
| 2016 | 3655 |
| 2012 | 3652 |
| 2018 | 3650 |
| Other values (79) |
| Value | Count | Frequency (%) | |
| 2005 | 5442 | 3.3% | |
| 2020 | 3655 | 2.2% | |
| 2016 | 3655 | 2.2% | |
| 2012 | 3652 | 2.2% | |
| 2018 | 3650 | 2.2% | |
| 2014 | 3650 | 2.2% | |
| 2015 | 3649 | 2.2% | |
| 2010 | 3646 | 2.2% | |
| 2019 | 3646 | 2.2% | |
| 2008 | 3644 | 2.2% | |
| 2013 | 3641 | 2.2% | |
| 2009 | 3619 | 2.2% | |
| 2007 | 3604 | 2.2% | |
| 2011 | 3575 | 2.2% | |
| 2017 | 3549 | 2.2% | |
| 2006 | 3380 | 2.1% | |
| 2004 | 3290 | 2.0% | |
| 2002 | 3278 | 2.0% | |
| 2003 | 3265 | 2.0% | |
| 2001 | 3050 | 1.9% | |
| 2000 | 2912 | 1.8% | |
| 1998 | 2899 | 1.8% | |
| 1999 | 2897 | 1.8% | |
| 1997 | 2769 | 1.7% | |
| 1993 | 2373 | 1.5% | |
| Other values (59) | 76538 | 47.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 138255 | 21.2% | |
| 0 | 129901 | 19.9% | |
| 9 | 128828 | 19.8% | |
| 2 | 96369 | 14.8% | |
| 8 | 36680 | 5.6% | |
| 7 | 29647 | 4.5% | |
| 5 | 29293 | 4.5% | |
| 6 | 26103 | 4.0% | |
| 4 | 19894 | 3.1% | |
| 3 | 16742 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 651712 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 138255 | 21.2% | |
| 0 | 129901 | 19.9% | |
| 9 | 128828 | 19.8% | |
| 2 | 96369 | 14.8% | |
| 8 | 36680 | 5.6% | |
| 7 | 29647 | 4.5% | |
| 5 | 29293 | 4.5% | |
| 6 | 26103 | 4.0% | |
| 4 | 19894 | 3.1% | |
| 3 | 16742 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 651712 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 138255 | 21.2% | |
| 0 | 129901 | 19.9% | |
| 9 | 128828 | 19.8% | |
| 2 | 96369 | 14.8% | |
| 8 | 36680 | 5.6% | |
| 7 | 29647 | 4.5% | |
| 5 | 29293 | 4.5% | |
| 6 | 26103 | 4.0% | |
| 4 | 19894 | 3.1% | |
| 3 | 16742 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 651712 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 138255 | 21.2% | |
| 0 | 129901 | 19.9% | |
| 9 | 128828 | 19.8% | |
| 2 | 96369 | 14.8% | |
| 8 | 36680 | 5.6% | |
| 7 | 29647 | 4.5% | |
| 5 | 29293 | 4.5% | |
| 6 | 26103 | 4.0% | |
| 4 | 19894 | 3.1% | |
| 3 | 16742 | 2.6% |
mo
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 03 | |
|---|---|
| 01 | |
| 12 | |
| 05 | |
| 10 | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| 03 | 14081 | 8.6% | |
| 01 | 13981 | 8.6% | |
| 12 | 13782 | 8.5% | |
| 05 | 13756 | 8.4% | |
| 10 | 13747 | 8.4% | |
| 08 | 13721 | 8.4% | |
| 07 | 13693 | 8.4% | |
| 04 | 13544 | 8.3% | |
| 11 | 13319 | 8.2% | |
| 06 | 13283 | 8.2% | |
| 09 | 13266 | 8.1% | |
| 02 | 12755 | 7.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 135827 | 41.7% | |
| 1 | 68148 | 20.9% | |
| 2 | 26537 | 8.1% | |
| 3 | 14081 | 4.3% | |
| 5 | 13756 | 4.2% | |
| 8 | 13721 | 4.2% | |
| 7 | 13693 | 4.2% | |
| 4 | 13544 | 4.2% | |
| 6 | 13283 | 4.1% | |
| 9 | 13266 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 325856 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 135827 | 41.7% | |
| 1 | 68148 | 20.9% | |
| 2 | 26537 | 8.1% | |
| 3 | 14081 | 4.3% | |
| 5 | 13756 | 4.2% | |
| 8 | 13721 | 4.2% | |
| 7 | 13693 | 4.2% | |
| 4 | 13544 | 4.2% | |
| 6 | 13283 | 4.1% | |
| 9 | 13266 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 325856 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 135827 | 41.7% | |
| 1 | 68148 | 20.9% | |
| 2 | 26537 | 8.1% | |
| 3 | 14081 | 4.3% | |
| 5 | 13756 | 4.2% | |
| 8 | 13721 | 4.2% | |
| 7 | 13693 | 4.2% | |
| 4 | 13544 | 4.2% | |
| 6 | 13283 | 4.1% | |
| 9 | 13266 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 325856 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 135827 | 41.7% | |
| 1 | 68148 | 20.9% | |
| 2 | 26537 | 8.1% | |
| 3 | 14081 | 4.3% | |
| 5 | 13756 | 4.2% | |
| 8 | 13721 | 4.2% | |
| 7 | 13693 | 4.2% | |
| 4 | 13544 | 4.2% | |
| 6 | 13283 | 4.1% | |
| 9 | 13266 | 4.1% |
da
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 05 | 5370 |
|---|---|
| 18 | 5366 |
| 01 | 5364 |
| 04 | 5359 |
| 14 | 5359 |
| Other values (26) |
| Value | Count | Frequency (%) | |
| 05 | 5370 | 3.3% | |
| 18 | 5366 | 3.3% | |
| 01 | 5364 | 3.3% | |
| 04 | 5359 | 3.3% | |
| 14 | 5359 | 3.3% | |
| 11 | 5359 | 3.3% | |
| 02 | 5358 | 3.3% | |
| 06 | 5358 | 3.3% | |
| 22 | 5357 | 3.3% | |
| 16 | 5357 | 3.3% | |
| 08 | 5355 | 3.3% | |
| 03 | 5355 | 3.3% | |
| 15 | 5355 | 3.3% | |
| 19 | 5353 | 3.3% | |
| 10 | 5353 | 3.3% | |
| 13 | 5352 | 3.3% | |
| 12 | 5351 | 3.3% | |
| 23 | 5351 | 3.3% | |
| 17 | 5349 | 3.3% | |
| 20 | 5349 | 3.3% | |
| 25 | 5348 | 3.3% | |
| 24 | 5348 | 3.3% | |
| 07 | 5347 | 3.3% | |
| 28 | 5346 | 3.3% | |
| 27 | 5346 | 3.3% | |
| Other values (6) | 29063 | 17.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 72745 | 22.3% | |
| 2 | 69203 | 21.2% | |
| 0 | 63811 | 19.6% | |
| 3 | 24084 | 7.4% | |
| 5 | 16073 | 4.9% | |
| 8 | 16067 | 4.9% | |
| 4 | 16066 | 4.9% | |
| 6 | 16056 | 4.9% | |
| 7 | 16042 | 4.9% | |
| 9 | 15709 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 325856 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 72745 | 22.3% | |
| 2 | 69203 | 21.2% | |
| 0 | 63811 | 19.6% | |
| 3 | 24084 | 7.4% | |
| 5 | 16073 | 4.9% | |
| 8 | 16067 | 4.9% | |
| 4 | 16066 | 4.9% | |
| 6 | 16056 | 4.9% | |
| 7 | 16042 | 4.9% | |
| 9 | 15709 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 325856 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 72745 | 22.3% | |
| 2 | 69203 | 21.2% | |
| 0 | 63811 | 19.6% | |
| 3 | 24084 | 7.4% | |
| 5 | 16073 | 4.9% | |
| 8 | 16067 | 4.9% | |
| 4 | 16066 | 4.9% | |
| 6 | 16056 | 4.9% | |
| 7 | 16042 | 4.9% | |
| 9 | 15709 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 325856 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 72745 | 22.3% | |
| 2 | 69203 | 21.2% | |
| 0 | 63811 | 19.6% | |
| 3 | 24084 | 7.4% | |
| 5 | 16073 | 4.9% | |
| 8 | 16067 | 4.9% | |
| 4 | 16066 | 4.9% | |
| 6 | 16056 | 4.9% | |
| 7 | 16042 | 4.9% | |
| 9 | 15709 | 4.8% |
temp
Real number (ℝ≥0)
| Distinct | 808 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.07453108 |
|---|---|
| Minimum | 0.1 |
| Maximum | 97.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 35.3 |
| Q1 | 44.5 |
| median | 52.5 |
| Q3 | 62 |
| 95-th percentile | 71.6 |
| Maximum | 97.9 |
| Range | 97.8 |
| Interquartile range (IQR) | 17.5 |
Descriptive statistics
| Standard deviation | 11.46650351 |
|---|---|
| Coefficient of variation (CV) | 0.2160453098 |
| Kurtosis | -0.4315387374 |
| Mean | 53.07453108 |
| Median Absolute Deviation (MAD) | 8.7 |
| Skewness | 0.02901709394 |
| Sum | 8647327.2 |
| Variance | 131.4807027 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 45 | 595 | 0.4% | |
| 47 | 592 | 0.4% | |
| 47.5 | 591 | 0.4% | |
| 47.8 | 586 | 0.4% | |
| 46.2 | 583 | 0.4% | |
| 48 | 579 | 0.4% | |
| 45.3 | 578 | 0.4% | |
| 46.8 | 573 | 0.4% | |
| 45.4 | 572 | 0.4% | |
| 45.9 | 570 | 0.3% | |
| 49 | 570 | 0.3% | |
| 45.1 | 566 | 0.3% | |
| 49.9 | 565 | 0.3% | |
| 43.6 | 563 | 0.3% | |
| 48.7 | 561 | 0.3% | |
| 46.6 | 559 | 0.3% | |
| 46.5 | 559 | 0.3% | |
| 44.8 | 558 | 0.3% | |
| 47.3 | 554 | 0.3% | |
| 47.2 | 552 | 0.3% | |
| 48.1 | 550 | 0.3% | |
| 43.2 | 548 | 0.3% | |
| 45.6 | 543 | 0.3% | |
| 47.1 | 542 | 0.3% | |
| 48.4 | 541 | 0.3% | |
| Other values (783) | 148778 | 91.3% |
| Value | Count | Frequency (%) | |
| 0.1 | 1 | < 0.1% | |
| 4.1 | 1 | < 0.1% | |
| 4.2 | 2 | < 0.1% | |
| 4.4 | 1 | < 0.1% | |
| 5.2 | 1 | < 0.1% | |
| 5.9 | 1 | < 0.1% | |
| 6.1 | 1 | < 0.1% | |
| 6.4 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 7.7 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 97.9 | 1 | < 0.1% | |
| 95.4 | 1 | < 0.1% | |
| 94.2 | 1 | < 0.1% | |
| 92.4 | 1 | < 0.1% | |
| 92.2 | 1 | < 0.1% | |
| 91.8 | 1 | < 0.1% | |
| 91.7 | 1 | < 0.1% | |
| 91.6 | 1 | < 0.1% | |
| 91.1 | 1 | < 0.1% | |
| 91 | 2 | < 0.1% |
count_temp
Real number (ℝ≥0)
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.83571271 |
|---|---|
| Minimum | 4 |
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 24 |
| median | 24 |
| Q3 | 24 |
| 95-th percentile | 24 |
| Maximum | 24 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.951519134 |
|---|---|
| Coefficient of variation (CV) | 0.2267624236 |
| Kurtosis | 3.605691835 |
| Mean | 21.83571271 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.236184102 |
| Sum | 3557649 |
| Variance | 24.51754173 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 24 | 125835 | 77.2% | |
| 8 | 9528 | 5.8% | |
| 16 | 6604 | 4.1% | |
| 23 | 6327 | 3.9% | |
| 22 | 2450 | 1.5% | |
| 15 | 2168 | 1.3% | |
| 14 | 1330 | 0.8% | |
| 21 | 1133 | 0.7% | |
| 5 | 888 | 0.5% | |
| 7 | 863 | 0.5% | |
| 4 | 848 | 0.5% | |
| 6 | 784 | 0.5% | |
| 13 | 732 | 0.4% | |
| 20 | 658 | 0.4% | |
| 17 | 569 | 0.3% | |
| 9 | 549 | 0.3% | |
| 19 | 549 | 0.3% | |
| 18 | 376 | 0.2% | |
| 12 | 359 | 0.2% | |
| 11 | 213 | 0.1% | |
| 10 | 165 | 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 848 | 0.5% | |
| 5 | 888 | 0.5% | |
| 6 | 784 | 0.5% | |
| 7 | 863 | 0.5% | |
| 8 | 9528 | 5.8% | |
| 9 | 549 | 0.3% | |
| 10 | 165 | 0.1% | |
| 11 | 213 | 0.1% | |
| 12 | 359 | 0.2% | |
| 13 | 732 | 0.4% |
| Value | Count | Frequency (%) | |
| 24 | 125835 | 77.2% | |
| 23 | 6327 | 3.9% | |
| 22 | 2450 | 1.5% | |
| 21 | 1133 | 0.7% | |
| 20 | 658 | 0.4% | |
| 19 | 549 | 0.3% | |
| 18 | 376 | 0.2% | |
| 17 | 569 | 0.3% | |
| 16 | 6604 | 4.1% | |
| 15 | 2168 | 1.3% |
dewp
Real number (ℝ)
| Distinct | 714 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 540.5378302 |
|---|---|
| Minimum | -10.7 |
| Maximum | 9999.9 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | -10.7 |
|---|---|
| 5-th percentile | 29.5 |
| Q1 | 38.6 |
| median | 45.2 |
| Q3 | 51.4 |
| 95-th percentile | 66.5 |
| Maximum | 9999.9 |
| Range | 10010.6 |
| Interquartile range (IQR) | 12.8 |
Descriptive statistics
| Standard deviation | 2167.568809 |
|---|---|
| Coefficient of variation (CV) | 4.010022403 |
| Kurtosis | 15.09773082 |
| Mean | 540.5378302 |
| Median Absolute Deviation (MAD) | 6.4 |
| Skewness | 4.134878578 |
| Sum | 88068747.6 |
| Variance | 4698354.54 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 9999.9 | 8128 | 5.0% | |
| 46.9 | 793 | 0.5% | |
| 48.4 | 758 | 0.5% | |
| 46 | 749 | 0.5% | |
| 47.5 | 746 | 0.5% | |
| 45 | 732 | 0.4% | |
| 49 | 728 | 0.4% | |
| 46.2 | 717 | 0.4% | |
| 47.8 | 708 | 0.4% | |
| 45.7 | 707 | 0.4% | |
| 48 | 705 | 0.4% | |
| 42.6 | 704 | 0.4% | |
| 43 | 703 | 0.4% | |
| 46.6 | 701 | 0.4% | |
| 49.3 | 701 | 0.4% | |
| 48.6 | 701 | 0.4% | |
| 50.8 | 700 | 0.4% | |
| 47.1 | 696 | 0.4% | |
| 46.5 | 695 | 0.4% | |
| 49.5 | 691 | 0.4% | |
| 45.1 | 691 | 0.4% | |
| 48.7 | 690 | 0.4% | |
| 47.2 | 686 | 0.4% | |
| 50.5 | 685 | 0.4% | |
| 43.2 | 684 | 0.4% | |
| Other values (689) | 137729 | 84.5% |
| Value | Count | Frequency (%) | |
| -10.7 | 1 | < 0.1% | |
| -10 | 2 | < 0.1% | |
| -9.8 | 1 | < 0.1% | |
| -8.6 | 1 | < 0.1% | |
| -7.5 | 1 | < 0.1% | |
| -7.3 | 1 | < 0.1% | |
| -7 | 1 | < 0.1% | |
| -6.7 | 1 | < 0.1% | |
| -6.6 | 1 | < 0.1% | |
| -5.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999.9 | 8128 | 5.0% | |
| 71.6 | 1 | < 0.1% | |
| 69.9 | 1 | < 0.1% | |
| 69.6 | 1 | < 0.1% | |
| 68.8 | 1 | < 0.1% | |
| 68.1 | 1 | < 0.1% | |
| 67.8 | 2 | < 0.1% | |
| 67.5 | 2 | < 0.1% | |
| 67 | 2 | < 0.1% | |
| 66.9 | 1 | < 0.1% |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.92032063 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 8128 |
| Zeros (%) | 5.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 23 |
| median | 24 |
| Q3 | 24 |
| 95-th percentile | 24 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 6.569139514 |
|---|---|
| Coefficient of variation (CV) | 0.3140075924 |
| Kurtosis | 3.301621328 |
| Mean | 20.92032063 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.127208477 |
| Sum | 3408506 |
| Variance | 43.15359396 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) | |
| 24 | 120022 | 73.7% | |
| 8 | 9371 | 5.8% | |
| 0 | 8128 | 5.0% | |
| 16 | 6491 | 4.0% | |
| 23 | 6432 | 3.9% | |
| 22 | 2503 | 1.5% | |
| 15 | 2164 | 1.3% | |
| 14 | 1335 | 0.8% | |
| 21 | 1125 | 0.7% | |
| 13 | 784 | 0.5% | |
| 19 | 625 | 0.4% | |
| 20 | 609 | 0.4% | |
| 17 | 578 | 0.4% | |
| 7 | 520 | 0.3% | |
| 9 | 481 | 0.3% | |
| 18 | 416 | 0.3% | |
| 12 | 384 | 0.2% | |
| 6 | 255 | 0.2% | |
| 11 | 236 | 0.1% | |
| 10 | 183 | 0.1% | |
| 4 | 147 | 0.1% | |
| 5 | 139 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 8128 | 5.0% | |
| 4 | 147 | 0.1% | |
| 5 | 139 | 0.1% | |
| 6 | 255 | 0.2% | |
| 7 | 520 | 0.3% | |
| 8 | 9371 | 5.8% | |
| 9 | 481 | 0.3% | |
| 10 | 183 | 0.1% | |
| 11 | 236 | 0.1% | |
| 12 | 384 | 0.2% |
| Value | Count | Frequency (%) | |
| 24 | 120022 | 73.7% | |
| 23 | 6432 | 3.9% | |
| 22 | 2503 | 1.5% | |
| 21 | 1125 | 0.7% | |
| 20 | 609 | 0.4% | |
| 19 | 625 | 0.4% | |
| 18 | 416 | 0.3% | |
| 17 | 578 | 0.4% | |
| 16 | 6491 | 4.0% | |
| 15 | 2164 | 1.3% |
| Distinct | 551 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3035.82154 |
|---|---|
| Minimum | 981 |
| Maximum | 9999.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 981 |
|---|---|
| 5-th percentile | 1008.4 |
| Q1 | 1015.3 |
| median | 1019.8 |
| Q3 | 1029.8 |
| 95-th percentile | 9999.9 |
| Maximum | 9999.9 |
| Range | 9018.9 |
| Interquartile range (IQR) | 14.5 |
Descriptive statistics
| Standard deviation | 3748.818994 |
|---|---|
| Coefficient of variation (CV) | 1.234861452 |
| Kurtosis | -0.2592299474 |
| Mean | 3035.82154 |
| Median Absolute Deviation (MAD) | 5.7 |
| Skewness | 1.319378712 |
| Sum | 494620331.9 |
| Variance | 14053643.85 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 9999.9 | 36605 | 22.5% | |
| 1017.3 | 983 | 0.6% | |
| 1016.9 | 982 | 0.6% | |
| 1016.5 | 978 | 0.6% | |
| 1016.7 | 973 | 0.6% | |
| 1017.6 | 964 | 0.6% | |
| 1016.6 | 964 | 0.6% | |
| 1017.1 | 961 | 0.6% | |
| 1018.6 | 953 | 0.6% | |
| 1018.4 | 953 | 0.6% | |
| 1017.9 | 949 | 0.6% | |
| 1018.2 | 948 | 0.6% | |
| 1017.8 | 946 | 0.6% | |
| 1018.8 | 946 | 0.6% | |
| 1017.2 | 943 | 0.6% | |
| 1018.1 | 943 | 0.6% | |
| 1017.4 | 941 | 0.6% | |
| 1016.3 | 937 | 0.6% | |
| 1016.4 | 935 | 0.6% | |
| 1017.5 | 923 | 0.6% | |
| 1016.8 | 923 | 0.6% | |
| 1017.7 | 921 | 0.6% | |
| 1018.5 | 909 | 0.6% | |
| 1016.2 | 904 | 0.6% | |
| 1017 | 903 | 0.6% | |
| Other values (526) | 103641 | 63.6% |
| Value | Count | Frequency (%) | |
| 981 | 1 | < 0.1% | |
| 981.4 | 1 | < 0.1% | |
| 981.9 | 1 | < 0.1% | |
| 982 | 4 | < 0.1% | |
| 982.1 | 1 | < 0.1% | |
| 982.6 | 1 | < 0.1% | |
| 983.4 | 1 | < 0.1% | |
| 983.6 | 2 | < 0.1% | |
| 984 | 1 | < 0.1% | |
| 984.1 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999.9 | 36605 | 22.5% | |
| 1040.1 | 2 | < 0.1% | |
| 1040 | 2 | < 0.1% | |
| 1039.8 | 2 | < 0.1% | |
| 1039.7 | 1 | < 0.1% | |
| 1039.4 | 1 | < 0.1% | |
| 1039.3 | 4 | < 0.1% | |
| 1039.2 | 1 | < 0.1% | |
| 1039.1 | 2 | < 0.1% | |
| 1039 | 5 | < 0.1% |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.52616493 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 36605 |
| Zeros (%) | 22.5% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 23 |
| Q3 | 24 |
| 95-th percentile | 24 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.770048945 |
|---|---|
| Coefficient of variation (CV) | 0.5911867021 |
| Kurtosis | -0.9579562304 |
| Mean | 16.52616493 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.8975721246 |
| Sum | 2692575 |
| Variance | 95.45385638 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) | |
| 24 | 71721 | 44.0% | |
| 0 | 36605 | 22.5% | |
| 23 | 10369 | 6.4% | |
| 8 | 8699 | 5.3% | |
| 22 | 7318 | 4.5% | |
| 21 | 5354 | 3.3% | |
| 16 | 5284 | 3.2% | |
| 20 | 4400 | 2.7% | |
| 19 | 3606 | 2.2% | |
| 18 | 2944 | 1.8% | |
| 17 | 2315 | 1.4% | |
| 15 | 1339 | 0.8% | |
| 14 | 980 | 0.6% | |
| 13 | 715 | 0.4% | |
| 12 | 450 | 0.3% | |
| 11 | 315 | 0.2% | |
| 10 | 226 | 0.1% | |
| 9 | 137 | 0.1% | |
| 7 | 62 | < 0.1% | |
| 6 | 42 | < 0.1% | |
| 5 | 25 | < 0.1% | |
| 4 | 22 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 36605 | 22.5% | |
| 4 | 22 | < 0.1% | |
| 5 | 25 | < 0.1% | |
| 6 | 42 | < 0.1% | |
| 7 | 62 | < 0.1% | |
| 8 | 8699 | 5.3% | |
| 9 | 137 | 0.1% | |
| 10 | 226 | 0.1% | |
| 11 | 315 | 0.2% | |
| 12 | 450 | 0.3% |
| Value | Count | Frequency (%) | |
| 24 | 71721 | 44.0% | |
| 23 | 10369 | 6.4% | |
| 22 | 7318 | 4.5% | |
| 21 | 5354 | 3.3% | |
| 20 | 4400 | 2.7% | |
| 19 | 3606 | 2.2% | |
| 18 | 2944 | 1.8% | |
| 17 | 2315 | 1.4% | |
| 16 | 5284 | 3.2% | |
| 15 | 1339 | 0.8% |
| Distinct | 942 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3878.491119 |
|---|---|
| Minimum | 0 |
| Maximum | 9999.9 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 990.7 |
| Q1 | 1007.3 |
| median | 1015.2 |
| Q3 | 9999.9 |
| 95-th percentile | 9999.9 |
| Maximum | 9999.9 |
| Range | 9999.9 |
| Interquartile range (IQR) | 8992.6 |
Descriptive statistics
| Standard deviation | 4242.002663 |
|---|---|
| Coefficient of variation (CV) | 1.093724991 |
| Kurtosis | -1.4329287 |
| Mean | 3878.491119 |
| Median Absolute Deviation (MAD) | 11.4 |
| Skewness | 0.7447477785 |
| Sum | 631914801.1 |
| Variance | 17994586.59 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 9999.9 | 52776 | 32.4% | |
| 999.9 | 1042 | 0.6% | |
| 1010.8 | 568 | 0.3% | |
| 1010.7 | 567 | 0.3% | |
| 1011 | 566 | 0.3% | |
| 1011.9 | 565 | 0.3% | |
| 1010 | 561 | 0.3% | |
| 1010.3 | 558 | 0.3% | |
| 1009.1 | 557 | 0.3% | |
| 1010.6 | 556 | 0.3% | |
| 1008.8 | 556 | 0.3% | |
| 1011.1 | 553 | 0.3% | |
| 1011.6 | 552 | 0.3% | |
| 1011.8 | 551 | 0.3% | |
| 1009.6 | 550 | 0.3% | |
| 1012.2 | 549 | 0.3% | |
| 1011.3 | 548 | 0.3% | |
| 1012 | 548 | 0.3% | |
| 1013 | 545 | 0.3% | |
| 1012.4 | 545 | 0.3% | |
| 1013.1 | 542 | 0.3% | |
| 1009.8 | 540 | 0.3% | |
| 1012.1 | 539 | 0.3% | |
| 1011.7 | 537 | 0.3% | |
| 1011.5 | 537 | 0.3% | |
| Other values (917) | 96420 | 59.2% |
| Value | Count | Frequency (%) | |
| 0 | 6 | < 0.1% | |
| 0.1 | 8 | < 0.1% | |
| 0.2 | 9 | < 0.1% | |
| 0.3 | 10 | < 0.1% | |
| 0.4 | 15 | < 0.1% | |
| 0.5 | 9 | < 0.1% | |
| 0.6 | 13 | < 0.1% | |
| 0.7 | 13 | < 0.1% | |
| 0.8 | 10 | < 0.1% | |
| 0.9 | 10 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999.9 | 52776 | 32.4% | |
| 1038.9 | 1 | < 0.1% | |
| 1038.7 | 2 | < 0.1% | |
| 1038.3 | 1 | < 0.1% | |
| 1037.9 | 2 | < 0.1% | |
| 1037.8 | 1 | < 0.1% | |
| 1037.6 | 1 | < 0.1% | |
| 1037.5 | 1 | < 0.1% | |
| 1037.4 | 1 | < 0.1% | |
| 1037.2 | 2 | < 0.1% |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.88292988 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 53637 |
| Zeros (%) | 32.9% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 24 |
| Q3 | 24 |
| 95-th percentile | 24 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 11.12975717 |
|---|---|
| Coefficient of variation (CV) | 0.7478203053 |
| Kurtosis | -1.679062675 |
| Mean | 14.88292988 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.4889423582 |
| Sum | 2424846 |
| Variance | 123.8714946 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) | |
| 24 | 90589 | 55.6% | |
| 0 | 53637 | 32.9% | |
| 8 | 8646 | 5.3% | |
| 16 | 3680 | 2.3% | |
| 23 | 2846 | 1.7% | |
| 22 | 1006 | 0.6% | |
| 4 | 624 | 0.4% | |
| 21 | 479 | 0.3% | |
| 20 | 315 | 0.2% | |
| 19 | 214 | 0.1% | |
| 18 | 169 | 0.1% | |
| 17 | 161 | 0.1% | |
| 15 | 115 | 0.1% | |
| 14 | 72 | < 0.1% | |
| 13 | 64 | < 0.1% | |
| 12 | 61 | < 0.1% | |
| 11 | 52 | < 0.1% | |
| 10 | 48 | < 0.1% | |
| 7 | 48 | < 0.1% | |
| 6 | 41 | < 0.1% | |
| 9 | 34 | < 0.1% | |
| 5 | 27 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 53637 | 32.9% | |
| 4 | 624 | 0.4% | |
| 5 | 27 | < 0.1% | |
| 6 | 41 | < 0.1% | |
| 7 | 48 | < 0.1% | |
| 8 | 8646 | 5.3% | |
| 9 | 34 | < 0.1% | |
| 10 | 48 | < 0.1% | |
| 11 | 52 | < 0.1% | |
| 12 | 61 | < 0.1% |
| Value | Count | Frequency (%) | |
| 24 | 90589 | 55.6% | |
| 23 | 2846 | 1.7% | |
| 22 | 1006 | 0.6% | |
| 21 | 479 | 0.3% | |
| 20 | 315 | 0.2% | |
| 19 | 214 | 0.1% | |
| 18 | 169 | 0.1% | |
| 17 | 161 | 0.1% | |
| 16 | 3680 | 2.3% | |
| 15 | 115 | 0.1% |
visib
Real number (ℝ≥0)
| Distinct | 750 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.37121612 |
|---|---|
| Minimum | 0 |
| Maximum | 999.9 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.3 |
| Q1 | 9.4 |
| median | 10 |
| Q3 | 16.7 |
| 95-th percentile | 39.4 |
| Maximum | 999.9 |
| Range | 999.9 |
| Interquartile range (IQR) | 7.3 |
Descriptive statistics
| Standard deviation | 182.8855852 |
|---|---|
| Coefficient of variation (CV) | 3.780876313 |
| Kurtosis | 23.04791059 |
| Mean | 48.37121612 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 4.998312361 |
| Sum | 7881025.5 |
| Variance | 33447.13729 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 10 | 31839 | 19.5% | |
| 9.9 | 8347 | 5.1% | |
| 999.9 | 5791 | 3.6% | |
| 9.8 | 4678 | 2.9% | |
| 9.7 | 3782 | 2.3% | |
| 9.5 | 3025 | 1.9% | |
| 9.6 | 2940 | 1.8% | |
| 9.3 | 2364 | 1.5% | |
| 9.4 | 2331 | 1.4% | |
| 9.2 | 1883 | 1.2% | |
| 9 | 1751 | 1.1% | |
| 9.1 | 1632 | 1.0% | |
| 8.9 | 1451 | 0.9% | |
| 8.8 | 1332 | 0.8% | |
| 8.7 | 1237 | 0.8% | |
| 8.5 | 1210 | 0.7% | |
| 8.6 | 1129 | 0.7% | |
| 8.3 | 991 | 0.6% | |
| 8.4 | 940 | 0.6% | |
| 8 | 915 | 0.6% | |
| 8.2 | 899 | 0.6% | |
| 8.1 | 876 | 0.5% | |
| 7.8 | 770 | 0.5% | |
| 7.9 | 743 | 0.5% | |
| 7.6 | 706 | 0.4% | |
| Other values (725) | 79366 | 48.7% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.1 | 20 | < 0.1% | |
| 0.2 | 28 | < 0.1% | |
| 0.3 | 51 | < 0.1% | |
| 0.4 | 52 | < 0.1% | |
| 0.5 | 63 | < 0.1% | |
| 0.6 | 77 | < 0.1% | |
| 0.7 | 67 | < 0.1% | |
| 0.8 | 100 | 0.1% | |
| 0.9 | 84 | 0.1% |
| Value | Count | Frequency (%) | |
| 999.9 | 5791 | 3.6% | |
| 99.4 | 308 | 0.2% | |
| 95.7 | 4 | < 0.1% | |
| 95.6 | 35 | < 0.1% | |
| 95.5 | 13 | < 0.1% | |
| 95.4 | 5 | < 0.1% | |
| 95.3 | 3 | < 0.1% | |
| 94.5 | 1 | < 0.1% | |
| 94.4 | 1 | < 0.1% | |
| 94.1 | 1 | < 0.1% |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.95806123 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 5791 |
| Zeros (%) | 3.6% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 23 |
| median | 24 |
| Q3 | 24 |
| 95-th percentile | 24 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 6.375430985 |
|---|---|
| Coefficient of variation (CV) | 0.3041994636 |
| Kurtosis | 3.04108391 |
| Mean | 20.95806123 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.064100215 |
| Sum | 3414655 |
| Variance | 40.64612024 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) | |
| 24 | 119266 | 73.2% | |
| 8 | 9526 | 5.8% | |
| 23 | 6828 | 4.2% | |
| 16 | 6582 | 4.0% | |
| 0 | 5791 | 3.6% | |
| 22 | 2521 | 1.5% | |
| 15 | 2261 | 1.4% | |
| 14 | 1411 | 0.9% | |
| 21 | 1062 | 0.7% | |
| 5 | 880 | 0.5% | |
| 4 | 856 | 0.5% | |
| 13 | 821 | 0.5% | |
| 6 | 771 | 0.5% | |
| 7 | 757 | 0.5% | |
| 17 | 618 | 0.4% | |
| 9 | 579 | 0.4% | |
| 19 | 551 | 0.3% | |
| 20 | 537 | 0.3% | |
| 12 | 448 | 0.3% | |
| 18 | 330 | 0.2% | |
| 11 | 290 | 0.2% | |
| 10 | 242 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 5791 | 3.6% | |
| 4 | 856 | 0.5% | |
| 5 | 880 | 0.5% | |
| 6 | 771 | 0.5% | |
| 7 | 757 | 0.5% | |
| 8 | 9526 | 5.8% | |
| 9 | 579 | 0.4% | |
| 10 | 242 | 0.1% | |
| 11 | 290 | 0.2% | |
| 12 | 448 | 0.3% |
| Value | Count | Frequency (%) | |
| 24 | 119266 | 73.2% | |
| 23 | 6828 | 4.2% | |
| 22 | 2521 | 1.5% | |
| 21 | 1062 | 0.7% | |
| 20 | 537 | 0.3% | |
| 19 | 551 | 0.3% | |
| 18 | 330 | 0.2% | |
| 17 | 618 | 0.4% | |
| 16 | 6582 | 4.0% | |
| 15 | 2261 | 1.4% |
| Distinct | 319 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 999.9 | 5327 |
|---|---|
| 4.5 | 2477 |
| 4.8 | 2450 |
| 5.1 | 2445 |
| 4.2 | 2419 |
| Other values (314) |
| Value | Count | Frequency (%) | |
| 999.9 | 5327 | 3.3% | |
| 4.5 | 2477 | 1.5% | |
| 4.8 | 2450 | 1.5% | |
| 5.1 | 2445 | 1.5% | |
| 4.2 | 2419 | 1.5% | |
| 4.6 | 2357 | 1.4% | |
| 5.3 | 2327 | 1.4% | |
| 4.3 | 2287 | 1.4% | |
| 4.9 | 2283 | 1.4% | |
| 3.9 | 2259 | 1.4% | |
| 4.0 | 2245 | 1.4% | |
| 3.4 | 2239 | 1.4% | |
| 3.7 | 2214 | 1.4% | |
| 4.1 | 2211 | 1.4% | |
| 4.4 | 2203 | 1.4% | |
| 5.0 | 2188 | 1.3% | |
| 3.6 | 2185 | 1.3% | |
| 3.5 | 2185 | 1.3% | |
| 4.7 | 2180 | 1.3% | |
| 5.2 | 2168 | 1.3% | |
| 5.9 | 2167 | 1.3% | |
| 5.4 | 2156 | 1.3% | |
| 3.8 | 2134 | 1.3% | |
| 5.6 | 2111 | 1.3% | |
| 5.5 | 2104 | 1.3% | |
| Other values (294) | 103607 | 63.6% |
Frequencies of value counts
Unique
| Unique | 33 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.155381518 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| . | 162491 | 31.6% | |
| 9 | 43947 | 8.5% | |
| 1 | 42579 | 8.3% | |
| 4 | 40076 | 7.8% | |
| 5 | 38814 | 7.5% | |
| 3 | 38568 | 7.5% | |
| 2 | 34998 | 6.8% | |
| 6 | 33737 | 6.6% | |
| 7 | 29304 | 5.7% | |
| 8 | 25676 | 5.0% | |
| 0 | 23910 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 351609 | 68.4% | |
| Other Punctuation | 162491 | 31.6% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 9 | 43947 | 12.5% | |
| 1 | 42579 | 12.1% | |
| 4 | 40076 | 11.4% | |
| 5 | 38814 | 11.0% | |
| 3 | 38568 | 11.0% | |
| 2 | 34998 | 10.0% | |
| 6 | 33737 | 9.6% | |
| 7 | 29304 | 8.3% | |
| 8 | 25676 | 7.3% | |
| 0 | 23910 | 6.8% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 162491 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 514100 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| . | 162491 | 31.6% | |
| 9 | 43947 | 8.5% | |
| 1 | 42579 | 8.3% | |
| 4 | 40076 | 7.8% | |
| 5 | 38814 | 7.5% | |
| 3 | 38568 | 7.5% | |
| 2 | 34998 | 6.8% | |
| 6 | 33737 | 6.6% | |
| 7 | 29304 | 5.7% | |
| 8 | 25676 | 5.0% | |
| 0 | 23910 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 514100 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| . | 162491 | 31.6% | |
| 9 | 43947 | 8.5% | |
| 1 | 42579 | 8.3% | |
| 4 | 40076 | 7.8% | |
| 5 | 38814 | 7.5% | |
| 3 | 38568 | 7.5% | |
| 2 | 34998 | 6.8% | |
| 6 | 33737 | 6.6% | |
| 7 | 29304 | 5.7% | |
| 8 | 25676 | 5.0% | |
| 0 | 23910 | 4.7% |
count_wdsp
Categorical
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 24 | |
|---|---|
| 8 | 9561 |
| 23 | 7851 |
| 16 | 6666 |
| 0 | 5327 |
| Other values (17) |
| Value | Count | Frequency (%) | |
| 24 | 116891 | 71.7% | |
| 8 | 9561 | 5.9% | |
| 23 | 7851 | 4.8% | |
| 16 | 6666 | 4.1% | |
| 0 | 5327 | 3.3% | |
| 22 | 2902 | 1.8% | |
| 15 | 2274 | 1.4% | |
| 14 | 1468 | 0.9% | |
| 21 | 1347 | 0.8% | |
| 7 | 896 | 0.5% | |
| 5 | 892 | 0.5% | |
| 4 | 864 | 0.5% | |
| 13 | 824 | 0.5% | |
| 19 | 817 | 0.5% | |
| 6 | 806 | 0.5% | |
| 20 | 800 | 0.5% | |
| 17 | 672 | 0.4% | |
| 9 | 574 | 0.4% | |
| 18 | 540 | 0.3% | |
| 12 | 453 | 0.3% | |
| 11 | 283 | 0.2% | |
| 10 | 220 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.883875086 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 133146 | 43.4% | |
| 4 | 119223 | 38.8% | |
| 1 | 15847 | 5.2% | |
| 8 | 10101 | 3.3% | |
| 3 | 8675 | 2.8% | |
| 6 | 7472 | 2.4% | |
| 0 | 6347 | 2.1% | |
| 5 | 3166 | 1.0% | |
| 7 | 1568 | 0.5% | |
| 9 | 1391 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 306936 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 133146 | 43.4% | |
| 4 | 119223 | 38.8% | |
| 1 | 15847 | 5.2% | |
| 8 | 10101 | 3.3% | |
| 3 | 8675 | 2.8% | |
| 6 | 7472 | 2.4% | |
| 0 | 6347 | 2.1% | |
| 5 | 3166 | 1.0% | |
| 7 | 1568 | 0.5% | |
| 9 | 1391 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 306936 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 133146 | 43.4% | |
| 4 | 119223 | 38.8% | |
| 1 | 15847 | 5.2% | |
| 8 | 10101 | 3.3% | |
| 3 | 8675 | 2.8% | |
| 6 | 7472 | 2.4% | |
| 0 | 6347 | 2.1% | |
| 5 | 3166 | 1.0% | |
| 7 | 1568 | 0.5% | |
| 9 | 1391 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 306936 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 133146 | 43.4% | |
| 4 | 119223 | 38.8% | |
| 1 | 15847 | 5.2% | |
| 8 | 10101 | 3.3% | |
| 3 | 8675 | 2.8% | |
| 6 | 7472 | 2.4% | |
| 0 | 6347 | 2.1% | |
| 5 | 3166 | 1.0% | |
| 7 | 1568 | 0.5% | |
| 9 | 1391 | 0.5% |
| Distinct | 114 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 12.0 | |
|---|---|
| 8.0 | |
| 11.1 | |
| 8.9 | |
| 13.0 | |
| Other values (109) |
| Value | Count | Frequency (%) | |
| 12.0 | 12659 | 7.8% | |
| 8.0 | 12160 | 7.5% | |
| 11.1 | 12083 | 7.4% | |
| 8.9 | 11875 | 7.3% | |
| 13.0 | 10752 | 6.6% | |
| 14.0 | 10179 | 6.2% | |
| 9.9 | 10012 | 6.1% | |
| 7.0 | 9576 | 5.9% | |
| 15.0 | 9320 | 5.7% | |
| 15.9 | 7050 | 4.3% | |
| 6.0 | 6802 | 4.2% | |
| 10.1 | 6516 | 4.0% | |
| 999.9 | 5630 | 3.5% | |
| 5.1 | 4859 | 3.0% | |
| 17.1 | 4313 | 2.6% | |
| 18.1 | 4177 | 2.6% | |
| 20.0 | 2727 | 1.7% | |
| 4.1 | 2387 | 1.5% | |
| 19.0 | 2304 | 1.4% | |
| 22.0 | 1601 | 1.0% | |
| 21.0 | 1380 | 0.8% | |
| 11.8 | 1324 | 0.8% | |
| 16.9 | 1183 | 0.7% | |
| 22.9 | 1086 | 0.7% | |
| 10.9 | 948 | 0.6% | |
| Other values (89) | 10025 | 6.2% |
Frequencies of value counts
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 3.634329274 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| . | 160572 | 27.1% | |
| 1 | 136888 | 23.1% | |
| 0 | 91091 | 15.4% | |
| 9 | 70371 | 11.9% | |
| 8 | 32758 | 5.5% | |
| 2 | 27649 | 4.7% | |
| 5 | 22805 | 3.9% | |
| 7 | 15047 | 2.5% | |
| 4 | 14084 | 2.4% | |
| 3 | 12083 | 2.0% | |
| 6 | 8786 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 431562 | 72.9% | |
| Other Punctuation | 160572 | 27.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 136888 | 31.7% | |
| 0 | 91091 | 21.1% | |
| 9 | 70371 | 16.3% | |
| 8 | 32758 | 7.6% | |
| 2 | 27649 | 6.4% | |
| 5 | 22805 | 5.3% | |
| 7 | 15047 | 3.5% | |
| 4 | 14084 | 3.3% | |
| 3 | 12083 | 2.8% | |
| 6 | 8786 | 2.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 160572 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 592134 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| . | 160572 | 27.1% | |
| 1 | 136888 | 23.1% | |
| 0 | 91091 | 15.4% | |
| 9 | 70371 | 11.9% | |
| 8 | 32758 | 5.5% | |
| 2 | 27649 | 4.7% | |
| 5 | 22805 | 3.9% | |
| 7 | 15047 | 2.5% | |
| 4 | 14084 | 2.4% | |
| 3 | 12083 | 2.0% | |
| 6 | 8786 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 592134 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| . | 160572 | 27.1% | |
| 1 | 136888 | 23.1% | |
| 0 | 91091 | 15.4% | |
| 9 | 70371 | 11.9% | |
| 8 | 32758 | 5.5% | |
| 2 | 27649 | 4.7% | |
| 5 | 22805 | 3.9% | |
| 7 | 15047 | 2.5% | |
| 4 | 14084 | 2.4% | |
| 3 | 12083 | 2.0% | |
| 6 | 8786 | 1.5% |
gust
Real number (ℝ≥0)
| Distinct | 102 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 760.1792596 |
|---|---|
| Minimum | 9.9 |
| Maximum | 999.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 9.9 |
|---|---|
| 5-th percentile | 17.1 |
| Q1 | 999.9 |
| median | 999.9 |
| Q3 | 999.9 |
| 95-th percentile | 999.9 |
| Maximum | 999.9 |
| Range | 990 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 420.6937844 |
|---|---|
| Coefficient of variation (CV) | 0.5534139207 |
| Kurtosis | -0.5950043983 |
| Mean | 760.1792596 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.185222605 |
| Sum | 123854486.4 |
| Variance | 176983.2603 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 999.9 | 122991 | 75.5% | |
| 20 | 3083 | 1.9% | |
| 18.1 | 2934 | 1.8% | |
| 19 | 2855 | 1.8% | |
| 21 | 2737 | 1.7% | |
| 15.9 | 2736 | 1.7% | |
| 22 | 2669 | 1.6% | |
| 15 | 2276 | 1.4% | |
| 22.9 | 2106 | 1.3% | |
| 17.1 | 1965 | 1.2% | |
| 25.1 | 1509 | 0.9% | |
| 14 | 1376 | 0.8% | |
| 28 | 1170 | 0.7% | |
| 26 | 1094 | 0.7% | |
| 24.1 | 1085 | 0.7% | |
| 16.9 | 1063 | 0.7% | |
| 29.9 | 981 | 0.6% | |
| 27 | 945 | 0.6% | |
| 28.9 | 797 | 0.5% | |
| 23.9 | 764 | 0.5% | |
| 19.8 | 609 | 0.4% | |
| 32.1 | 443 | 0.3% | |
| 24.9 | 426 | 0.3% | |
| 35 | 406 | 0.2% | |
| 34 | 365 | 0.2% | |
| Other values (77) | 3543 | 2.2% |
| Value | Count | Frequency (%) | |
| 9.9 | 1 | < 0.1% | |
| 11.1 | 3 | < 0.1% | |
| 11.8 | 2 | < 0.1% | |
| 12 | 7 | < 0.1% | |
| 12.8 | 6 | < 0.1% | |
| 13 | 6 | < 0.1% | |
| 13.8 | 5 | < 0.1% | |
| 14 | 1376 | 0.8% | |
| 15 | 2276 | 1.4% | |
| 15.9 | 2736 | 1.7% |
| Value | Count | Frequency (%) | |
| 999.9 | 122991 | 75.5% | |
| 87 | 1 | < 0.1% | |
| 82 | 1 | < 0.1% | |
| 71.1 | 1 | < 0.1% | |
| 59.8 | 1 | < 0.1% | |
| 59.1 | 1 | < 0.1% | |
| 57.9 | 1 | < 0.1% | |
| 56.9 | 2 | < 0.1% | |
| 55 | 1 | < 0.1% | |
| 54 | 2 | < 0.1% |
| Distinct | 465 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.16207957 |
|---|---|
| Minimum | 10 |
| Maximum | 9999.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 53.1 |
| median | 63 |
| Q3 | 75.9 |
| 95-th percentile | 90 |
| Maximum | 9999.9 |
| Range | 9989.9 |
| Interquartile range (IQR) | 22.8 |
Descriptive statistics
| Standard deviation | 236.5013878 |
|---|---|
| Coefficient of variation (CV) | 3.37078646 |
| Kurtosis | 1751.797988 |
| Mean | 70.16207957 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 41.79360596 |
| Sum | 11431367.3 |
| Variance | 55932.90645 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 50 | 4216 | 2.6% | |
| 59 | 3811 | 2.3% | |
| 55.9 | 3798 | 2.3% | |
| 52 | 3776 | 2.3% | |
| 54 | 3772 | 2.3% | |
| 53.1 | 3603 | 2.2% | |
| 57.9 | 3562 | 2.2% | |
| 55 | 3509 | 2.2% | |
| 57 | 3371 | 2.1% | |
| 51.1 | 3282 | 2.0% | |
| 60.1 | 3173 | 1.9% | |
| 61 | 3095 | 1.9% | |
| 48.9 | 3069 | 1.9% | |
| 63 | 2906 | 1.8% | |
| 62.1 | 2883 | 1.8% | |
| 68 | 2873 | 1.8% | |
| 64.9 | 2737 | 1.7% | |
| 66.9 | 2710 | 1.7% | |
| 70 | 2690 | 1.7% | |
| 46.9 | 2682 | 1.6% | |
| 72 | 2656 | 1.6% | |
| 64 | 2604 | 1.6% | |
| 48 | 2579 | 1.6% | |
| 77 | 2559 | 1.6% | |
| 73.9 | 2482 | 1.5% | |
| Other values (440) | 84530 | 51.9% |
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 10.2 | 1 | < 0.1% | |
| 12.4 | 1 | < 0.1% | |
| 12.9 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 14.2 | 2 | < 0.1% | |
| 15.1 | 1 | < 0.1% | |
| 15.3 | 2 | < 0.1% | |
| 16 | 3 | < 0.1% | |
| 16.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999.9 | 92 | 0.1% | |
| 108 | 9 | < 0.1% | |
| 107.6 | 4 | < 0.1% | |
| 107.2 | 2 | < 0.1% | |
| 107.1 | 8 | < 0.1% | |
| 106.9 | 2 | < 0.1% | |
| 106 | 28 | < 0.1% | |
| 105.8 | 8 | < 0.1% | |
| 105.1 | 35 | < 0.1% | |
| 104.9 | 2 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 71753 |
| Missing (%) | 44.0% |
| Memory size | 1.2 MiB |
| * | |
|---|---|
| Value | Count | Frequency (%) | |
| * | 81080 | 49.8% | |
| 10095 | 6.2% | ||
| (Missing) | 71753 | 44.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.818834086 |
| Min length | 0 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 143506 | 48.4% | |
| * | 81080 | 27.4% | |
| a | 71753 | 24.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 215259 | 72.6% | |
| Other Punctuation | 81080 | 27.4% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| * | 81080 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 143506 | 66.7% | |
| a | 71753 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 215259 | 72.6% | |
| Common | 81080 | 27.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| * | 81080 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 143506 | 66.7% | |
| a | 71753 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 296339 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 143506 | 48.4% | |
| * | 81080 | 27.4% | |
| a | 71753 | 24.2% |
| Distinct | 369 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.8338935 |
|---|---|
| Minimum | -11 |
| Maximum | 9999.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | -11 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 37 |
| median | 44.1 |
| Q3 | 51.1 |
| 95-th percentile | 57.9 |
| Maximum | 9999.9 |
| Range | 10010.9 |
| Interquartile range (IQR) | 14.1 |
Descriptive statistics
| Standard deviation | 320.6393241 |
|---|---|
| Coefficient of variation (CV) | 5.95608646 |
| Kurtosis | 957.3904759 |
| Mean | 53.8338935 |
| Median Absolute Deviation (MAD) | 7.1 |
| Skewness | 30.95999655 |
| Sum | 8771048.6 |
| Variance | 102809.5762 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 50 | 6030 | 3.7% | |
| 41 | 5318 | 3.3% | |
| 42.1 | 4994 | 3.1% | |
| 45 | 4874 | 3.0% | |
| 44.1 | 4813 | 3.0% | |
| 46.9 | 4810 | 3.0% | |
| 43 | 4669 | 2.9% | |
| 39.9 | 4619 | 2.8% | |
| 46 | 4560 | 2.8% | |
| 48 | 4543 | 2.8% | |
| 48.9 | 4520 | 2.8% | |
| 39 | 4466 | 2.7% | |
| 37.9 | 4309 | 2.6% | |
| 37 | 4256 | 2.6% | |
| 51.1 | 4139 | 2.5% | |
| 52 | 3986 | 2.4% | |
| 35.1 | 3930 | 2.4% | |
| 36 | 3901 | 2.4% | |
| 53.1 | 3884 | 2.4% | |
| 32 | 3673 | 2.3% | |
| 54 | 3630 | 2.2% | |
| 34 | 3588 | 2.2% | |
| 33.1 | 3329 | 2.0% | |
| 55 | 3196 | 2.0% | |
| 55.9 | 3012 | 1.8% | |
| Other values (344) | 55879 | 34.3% |
| Value | Count | Frequency (%) | |
| -11 | 1 | < 0.1% | |
| -9.9 | 2 | < 0.1% | |
| -9 | 1 | < 0.1% | |
| -7.1 | 2 | < 0.1% | |
| -4 | 3 | < 0.1% | |
| -2.9 | 2 | < 0.1% | |
| -2 | 5 | < 0.1% | |
| -0.9 | 7 | < 0.1% | |
| -0.4 | 1 | < 0.1% | |
| 0.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999.9 | 169 | 0.1% | |
| 93.2 | 1 | < 0.1% | |
| 90.9 | 1 | < 0.1% | |
| 89.1 | 1 | < 0.1% | |
| 87.1 | 1 | < 0.1% | |
| 84.9 | 4 | < 0.1% | |
| 83.8 | 1 | < 0.1% | |
| 82.9 | 2 | < 0.1% | |
| 82.4 | 1 | < 0.1% | |
| 82 | 3 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 82202 |
| Missing (%) | 50.5% |
| Memory size | 1.2 MiB |
| * | |
|---|---|
| Value | Count | Frequency (%) | |
| * | 70423 | 43.2% | |
| 10303 | 6.3% | ||
| (Missing) | 82202 | 50.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 1.945822695 |
| Min length | 0 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 164404 | 51.9% | |
| a | 82202 | 25.9% | |
| * | 70423 | 22.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 246606 | 77.8% | |
| Other Punctuation | 70423 | 22.2% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| * | 70423 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 164404 | 66.7% | |
| a | 82202 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 246606 | 77.8% | |
| Common | 70423 | 22.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| * | 70423 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 164404 | 66.7% | |
| a | 82202 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 317029 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 164404 | 51.9% | |
| a | 82202 | 25.9% | |
| * | 70423 | 22.2% |
| Distinct | 305 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.61121072 |
|---|---|
| Minimum | 0 |
| Maximum | 99.99 |
| Zeros | 96446 |
| Zeros (%) | 59.2% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.15 |
| 95-th percentile | 99.99 |
| Maximum | 99.99 |
| Range | 99.99 |
| Interquartile range (IQR) | 0.15 |
Descriptive statistics
| Standard deviation | 31.92483784 |
|---|---|
| Coefficient of variation (CV) | 2.749483978 |
| Kurtosis | 3.79416013 |
| Mean | 11.61121072 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.407011622 |
| Sum | 1891791.34 |
| Variance | 1019.195271 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 96446 | 59.2% | |
| 99.99 | 18805 | 11.5% | |
| 0.01 | 5702 | 3.5% | |
| 0.02 | 3377 | 2.1% | |
| 0.04 | 2581 | 1.6% | |
| 0.03 | 2060 | 1.3% | |
| 0.08 | 1872 | 1.1% | |
| 0.05 | 1502 | 0.9% | |
| 0.12 | 1401 | 0.9% | |
| 0.06 | 1396 | 0.9% | |
| 0.07 | 1223 | 0.8% | |
| 0.16 | 1170 | 0.7% | |
| 0.09 | 1036 | 0.6% | |
| 0.1 | 991 | 0.6% | |
| 0.2 | 938 | 0.6% | |
| 0.11 | 900 | 0.6% | |
| 0.13 | 821 | 0.5% | |
| 0.24 | 803 | 0.5% | |
| 0.14 | 776 | 0.5% | |
| 0.15 | 738 | 0.5% | |
| 0.28 | 679 | 0.4% | |
| 0.17 | 668 | 0.4% | |
| 0.18 | 638 | 0.4% | |
| 0.19 | 590 | 0.4% | |
| 0.35 | 525 | 0.3% | |
| Other values (280) | 15290 | 9.4% |
| Value | Count | Frequency (%) | |
| 0 | 96446 | 59.2% | |
| 0.01 | 5702 | 3.5% | |
| 0.02 | 3377 | 2.1% | |
| 0.03 | 2060 | 1.3% | |
| 0.04 | 2581 | 1.6% | |
| 0.05 | 1502 | 0.9% | |
| 0.06 | 1396 | 0.9% | |
| 0.07 | 1223 | 0.8% | |
| 0.08 | 1872 | 1.1% | |
| 0.09 | 1036 | 0.6% |
| Value | Count | Frequency (%) | |
| 99.99 | 18805 | 11.5% | |
| 5.51 | 1 | < 0.1% | |
| 5.12 | 2 | < 0.1% | |
| 5.08 | 1 | < 0.1% | |
| 5.04 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 4.99 | 1 | < 0.1% | |
| 4.98 | 1 | < 0.1% | |
| 4.88 | 1 | < 0.1% | |
| 4.72 | 1 | < 0.1% |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 18803 |
| Missing (%) | 11.5% |
| Memory size | 1.2 MiB |
| G | |
|---|---|
| I | |
| D | |
| H | 4089 |
| A | 3013 |
| Other values (3) | 5426 |
| Value | Count | Frequency (%) | |
| G | 84362 | 51.8% | |
| I | 37195 | 22.8% | |
| D | 10040 | 6.2% | |
| H | 4089 | 2.5% | |
| A | 3013 | 1.8% | |
| B | 2810 | 1.7% | |
| C | 2614 | 1.6% | |
| 2 | < 0.1% | ||
| (Missing) | 18803 | 11.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.230801336 |
| Min length | 0 |
Most occurring characters
| Value | Count | Frequency (%) | |
| G | 84362 | 42.1% | |
| n | 37606 | 18.8% | |
| I | 37195 | 18.5% | |
| a | 18803 | 9.4% | |
| D | 10040 | 5.0% | |
| H | 4089 | 2.0% | |
| A | 3013 | 1.5% | |
| B | 2810 | 1.4% | |
| C | 2614 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 144123 | 71.9% | |
| Lowercase Letter | 56409 | 28.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| G | 84362 | 58.5% | |
| I | 37195 | 25.8% | |
| D | 10040 | 7.0% | |
| H | 4089 | 2.8% | |
| A | 3013 | 2.1% | |
| B | 2810 | 1.9% | |
| C | 2614 | 1.8% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 37606 | 66.7% | |
| a | 18803 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 200532 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| G | 84362 | 42.1% | |
| n | 37606 | 18.8% | |
| I | 37195 | 18.5% | |
| a | 18803 | 9.4% | |
| D | 10040 | 5.0% | |
| H | 4089 | 2.0% | |
| A | 3013 | 1.5% | |
| B | 2810 | 1.4% | |
| C | 2614 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 200532 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| G | 84362 | 42.1% | |
| n | 37606 | 18.8% | |
| I | 37195 | 18.5% | |
| a | 18803 | 9.4% | |
| D | 10040 | 5.0% | |
| H | 4089 | 2.0% | |
| A | 3013 | 1.5% | |
| B | 2810 | 1.4% | |
| C | 2614 | 1.3% |
sndp
Real number (ℝ≥0)
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 996.7036759 |
|---|---|
| Minimum | 0.4 |
| Maximum | 999.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0.4 |
|---|---|
| 5-th percentile | 999.9 |
| Q1 | 999.9 |
| median | 999.9 |
| Q3 | 999.9 |
| 95-th percentile | 999.9 |
| Maximum | 999.9 |
| Range | 999.5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 56.3793909 |
|---|---|
| Coefficient of variation (CV) | 0.05656585028 |
| Kurtosis | 307.1490328 |
| Mean | 996.7036759 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -17.58243108 |
| Sum | 162390936.5 |
| Variance | 3178.635718 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) | |
| 999.9 | 162406 | 99.7% | |
| 0.4 | 128 | 0.1% | |
| 2 | 100 | 0.1% | |
| 1.2 | 96 | 0.1% | |
| 3.1 | 42 | < 0.1% | |
| 0.8 | 39 | < 0.1% | |
| 1.6 | 18 | < 0.1% | |
| 3.9 | 17 | < 0.1% | |
| 2.4 | 16 | < 0.1% | |
| 2.8 | 12 | < 0.1% | |
| 5.1 | 11 | < 0.1% | |
| 7.1 | 8 | < 0.1% | |
| 9.1 | 7 | < 0.1% | |
| 4.7 | 4 | < 0.1% | |
| 5.9 | 4 | < 0.1% | |
| 7.9 | 4 | < 0.1% | |
| 3.5 | 3 | < 0.1% | |
| 9.8 | 3 | < 0.1% | |
| 8.3 | 1 | < 0.1% | |
| 6.3 | 1 | < 0.1% | |
| 32.7 | 1 | < 0.1% | |
| 16.5 | 1 | < 0.1% | |
| 12.2 | 1 | < 0.1% | |
| 37.4 | 1 | < 0.1% | |
| 17.7 | 1 | < 0.1% | |
| Other values (3) | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.4 | 128 | 0.1% | |
| 0.8 | 39 | < 0.1% | |
| 1.2 | 96 | 0.1% | |
| 1.6 | 18 | < 0.1% | |
| 2 | 100 | 0.1% | |
| 2.4 | 16 | < 0.1% | |
| 2.8 | 12 | < 0.1% | |
| 3.1 | 42 | < 0.1% | |
| 3.5 | 3 | < 0.1% | |
| 3.9 | 17 | < 0.1% |
| Value | Count | Frequency (%) | |
| 999.9 | 162406 | 99.7% | |
| 37.4 | 1 | < 0.1% | |
| 36.2 | 1 | < 0.1% | |
| 32.7 | 1 | < 0.1% | |
| 17.7 | 1 | < 0.1% | |
| 16.5 | 1 | < 0.1% | |
| 15.7 | 1 | < 0.1% | |
| 12.2 | 1 | < 0.1% | |
| 9.8 | 3 | < 0.1% | |
| 9.1 | 7 | < 0.1% |
fog
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 125851 | 77.2% | |
| 1 | 37077 | 22.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 125851 | 77.2% | |
| 1 | 37077 | 22.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 162928 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 125851 | 77.2% | |
| 1 | 37077 | 22.8% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 162928 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 125851 | 77.2% | |
| 1 | 37077 | 22.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 162928 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 125851 | 77.2% | |
| 1 | 37077 | 22.8% |
rain_drizzle
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 96936 | 59.5% | |
| 1 | 65992 | 40.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 96936 | 59.5% | |
| 1 | 65992 | 40.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 162928 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 96936 | 59.5% | |
| 1 | 65992 | 40.5% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 162928 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 96936 | 59.5% | |
| 1 | 65992 | 40.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 162928 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 96936 | 59.5% | |
| 1 | 65992 | 40.5% |
snow_ice_pellets
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 3938 |
| Value | Count | Frequency (%) | |
| 0 | 158990 | 97.6% | |
| 1 | 3938 | 2.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 158990 | 97.6% | |
| 1 | 3938 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 162928 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 158990 | 97.6% | |
| 1 | 3938 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 162928 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 158990 | 97.6% | |
| 1 | 3938 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 162928 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 158990 | 97.6% | |
| 1 | 3938 | 2.4% |
hail
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 193 |
| Value | Count | Frequency (%) | |
| 0 | 162735 | 99.9% | |
| 1 | 193 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 162735 | 99.9% | |
| 1 | 193 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 162928 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 162735 | 99.9% | |
| 1 | 193 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 162928 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 162735 | 99.9% | |
| 1 | 193 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 162928 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 162735 | 99.9% | |
| 1 | 193 | 0.1% |
thunder
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 1853 |
| 1000 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 161073 | 98.9% | |
| 1 | 1853 | 1.1% | |
| 1000 | 2 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.000036826 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 161079 | 98.9% | |
| 1 | 1855 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 162934 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 161079 | 98.9% | |
| 1 | 1855 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 162934 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 161079 | 98.9% | |
| 1 | 1855 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 162934 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 161079 | 98.9% | |
| 1 | 1855 | 1.1% |
tornado_funnel_cloud
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 10000 | 1703 |
| 11000 | 62 |
| 1 | 25 |
| 10010 | 19 |
| Other values (2) | 3 |
| Value | Count | Frequency (%) | |
| 0 | 161116 | 98.9% | |
| 10000 | 1703 | 1.0% | |
| 11000 | 62 | < 0.1% | |
| 1 | 25 | < 0.1% | |
| 10010 | 19 | < 0.1% | |
| 1000 | 2 | < 0.1% | |
| 10100 | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 1.043859864 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 168180 | 98.9% | |
| 1 | 1894 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 170074 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 168180 | 98.9% | |
| 1 | 1894 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 170074 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 168180 | 98.9% | |
| 1 | 1894 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 170074 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 168180 | 98.9% | |
| 1 | 1894 | 1.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | stn | wban | date | year | mo | da | temp | count_temp | dewp | count_dewp | slp | count_slp | stp | count_stp | visib | count_visib | wdsp | count_wdsp | mxpsd | gust | max | flag_max | min | flag_min | prcp | flag_prcp | sndp | fog | rain_drizzle | snow_ice_pellets | hail | thunder | tornado_funnel_cloud | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 726945 | 99999 | None | 1943 | 05 | 17 | 52.0 | 23 | 43.8 | 23 | 9999.9 | 0 | 9999.9 | 0 | 22.3 | 23 | 7.1 | 23 | 13.0 | 999.9 | 66.4 | * | 38.3 | * | 0.00 | I | 999.9 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 726945 | 99999 | None | 1943 | 07 | 04 | 60.1 | 23 | 47.3 | 23 | 1022.8 | 23 | 9999.9 | 0 | 19.9 | 23 | 7.0 | 23 | 13.0 | 999.9 | 73.4 | * | 49.3 | * | 0.00 | I | 999.9 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 2 | 726945 | 99999 | None | 1943 | 07 | 23 | 72.9 | 23 | 57.6 | 23 | 1019.4 | 23 | 9999.9 | 0 | 14.9 | 23 | 5.8 | 23 | 13.0 | 999.9 | 89.2 | * | 57.4 | * | 0.00 | I | 999.9 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 3 | 726945 | 99999 | None | 1943 | 12 | 28 | 35.6 | 23 | 32.7 | 22 | 1017.5 | 23 | 9999.9 | 0 | 8.5 | 23 | 3.5 | 23 | 9.9 | 999.9 | 42.4 | * | 28.4 | * | 0.00 | I | 999.9 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 4 | 726980 | 24229 | None | 1943 | 09 | 25 | 65.5 | 23 | 54.6 | 23 | 1008.8 | 23 | 9999.9 | 0 | 5.6 | 23 | 4.4 | 23 | 14.0 | 999.9 | 95.4 | * | 52.3 | * | 0.00 | I | 999.9 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 5 | 726980 | 24229 | None | 1943 | 01 | 23 | 22.6 | 24 | 13.7 | 24 | 999.1 | 24 | 9999.9 | 0 | 7.3 | 24 | 6.9 | 24 | 14.0 | 999.9 | 30.4 | * | 15.4 | * | 99.99 | None | 999.9 | 0 | 0 | 1 | 0 | 0 | 0 |
| 6 | 6 | 726980 | 24229 | None | 1943 | 01 | 24 | 22.9 | 24 | 16.2 | 24 | 1016.6 | 24 | 9999.9 | 0 | 3.6 | 24 | 5.7 | 24 | 12.0 | 999.9 | 30.4 | * | 11.3 | * | 99.99 | None | 999.9 | 0 | 0 | 1 | 0 | 0 | 0 |
| 7 | 7 | 726945 | 99999 | None | 1943 | 04 | 21 | 51.3 | 12 | 40.7 | 12 | 9999.9 | 0 | 9999.9 | 0 | 13.8 | 12 | 13.6 | 12 | 18.1 | 999.9 | 57.4 | * | 45.3 | * | 99.99 | None | 999.9 | 0 | 1 | 0 | 0 | 0 | 0 |
| 8 | 8 | 726945 | 99999 | None | 1943 | 06 | 19 | 59.4 | 23 | 49.0 | 23 | 1014.4 | 23 | 9999.9 | 0 | 23.3 | 23 | 7.8 | 23 | 13.0 | 999.9 | 68.4 | * | 52.3 | * | 99.99 | None | 999.9 | 0 | 1 | 0 | 0 | 0 | 0 |
| 9 | 9 | 726945 | 99999 | None | 1943 | 06 | 25 | 60.9 | 23 | 50.9 | 23 | 1020.5 | 23 | 9999.9 | 0 | 12.5 | 23 | 6.5 | 23 | 11.1 | 999.9 | 70.3 | * | 54.3 | * | 99.99 | None | 999.9 | 0 | 1 | 0 | 0 | 0 | 0 |
Last rows
| df_index | stn | wban | date | year | mo | da | temp | count_temp | dewp | count_dewp | slp | count_slp | stp | count_stp | visib | count_visib | wdsp | count_wdsp | mxpsd | gust | max | flag_max | min | flag_min | prcp | flag_prcp | sndp | fog | rain_drizzle | snow_ice_pellets | hail | thunder | tornado_funnel_cloud | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162918 | 30612 | 726980 | 24229 | 2020-01-14 | 2020 | 01 | 14 | 37.7 | 24 | 33.2 | 24 | 1013.2 | 20 | 9.0 | 24 | 9.9 | 24 | 4.2 | 24 | 12 | 999.9 | 41.0 | None | 35.1 | None | 0.18 | G | 999.9 | 1 | 1 | 0 | 0 | 0 | 11000 |
| 162919 | 30613 | 726881 | 94273 | 2020-01-15 | 2020 | 01 | 15 | 31.9 | 24 | 29.6 | 24 | 1012.8 | 22 | 6.7 | 24 | 9.1 | 24 | 3.6 | 24 | 9.9 | 999.9 | 41.0 | None | 27.0 | None | 0.00 | G | 999.9 | 1 | 1 | 0 | 0 | 0 | 11000 |
| 162920 | 30614 | 726836 | 04201 | 2020-01-17 | 2020 | 01 | 17 | 35.2 | 24 | 33.0 | 24 | 1015.7 | 12 | 14.0 | 24 | 6.2 | 24 | 0.9 | 24 | 5.1 | 999.9 | 42.1 | None | 28.0 | None | 0.08 | G | 999.9 | 1 | 1 | 0 | 0 | 0 | 11000 |
| 162921 | 30615 | 726980 | 24229 | 2020-03-14 | 2020 | 03 | 14 | 37.8 | 24 | 32.7 | 24 | 1006.5 | 15 | 2.2 | 24 | 7.5 | 24 | 7.8 | 24 | 22 | 28.0 | 42.1 | None | 32.0 | None | 0.48 | G | 1.2 | 1 | 1 | 0 | 0 | 0 | 11000 |
| 162922 | 30616 | 726940 | 24232 | 2020-03-14 | 2020 | 03 | 14 | 37.8 | 24 | 33.9 | 24 | 1005.4 | 10 | 997.7 | 24 | 7.8 | 24 | 4.9 | 24 | 11.1 | 15.9 | 45.0 | * | 32.0 | * | 0.52 | G | 999.9 | 1 | 1 | 0 | 0 | 0 | 11000 |
| 162923 | 30617 | 726940 | 24232 | 2020-02-03 | 2020 | 02 | 03 | 35.6 | 24 | 31.3 | 24 | 1025.7 | 21 | 18.1 | 24 | 9.7 | 24 | 3.9 | 24 | 9.9 | 999.9 | 46.9 | None | 30.0 | None | 0.01 | G | 999.9 | 1 | 1 | 0 | 0 | 0 | 11000 |
| 162924 | 30618 | 726881 | 94273 | 2020-03-14 | 2020 | 03 | 14 | 37.5 | 24 | 35.3 | 24 | 1006.1 | 11 | 999.7 | 24 | 6.9 | 24 | 5 | 24 | 8.9 | 999.9 | 41.0 | None | 33.1 | None | 0.30 | G | 999.9 | 1 | 1 | 0 | 0 | 0 | 11000 |
| 162925 | 30619 | 726980 | 24229 | 2020-01-15 | 2020 | 01 | 15 | 34.9 | 24 | 26.9 | 24 | 1013.1 | 24 | 10.2 | 24 | 10.0 | 24 | 11.1 | 24 | 22.9 | 28.0 | 41.0 | None | 32.0 | None | 0.04 | G | 999.9 | 1 | 1 | 0 | 0 | 0 | 11000 |
| 162926 | 30620 | 726980 | 24229 | 2020-01-17 | 2020 | 01 | 17 | 36.2 | 24 | 33.1 | 24 | 1016.8 | 18 | 12.6 | 24 | 8.9 | 24 | 4.8 | 24 | 13 | 999.9 | 43.0 | None | 30.0 | None | 0.16 | G | 999.9 | 1 | 1 | 0 | 0 | 0 | 11000 |
| 162927 | 30621 | 726940 | 24232 | 2020-01-14 | 2020 | 01 | 14 | 36.4 | 24 | 33.1 | 24 | 1014.5 | 13 | 5.9 | 24 | 9.6 | 24 | 4.8 | 24 | 12 | 999.9 | 39.9 | None | 33.1 | None | 0.26 | G | 999.9 | 1 | 1 | 0 | 0 | 0 | 11000 |